Table 3.

Word semantic clusters that were statistically significant with respect to weight loss. Sample words are presented based on their distances to the center of a cluster in ascending order.

ID	Sample words	Beta	z score	SD	P value
C258	jacket, sweater, socks, sweaters, shirt, shirts, scarf, plaid, sweatshirts, jackets, coats, sandals, sweatshirt	.145	6.126	0.024	<.001
C383	emulate, replicate, magic, magical, superhuman, miraculous, recreate, miracle, feats, imitate, miracles	.130	4.699	0.028	<.001
C46	zelda, kinect, newb, wii, noob, mod, addons, nintendo, mmo, mario, xbox, mods, gamers, sims, addon, gamer	.129	1.988	0.065	.047
C93	cardio, aerobic, yoga, boxercise, gymming, pilates, plyometrics, treadmill, stairmaster, calisthenics	.128	4.567	0.028	<.001
C301	protein, metabolism, metabolic, leptin, lipids, proteins, serotonin, enzyme, enzymes, hormone, ghrelin	.120	5.143	0.023	<.001
C334	angst, frustration, anguish, anxiety, unhappiness, despair, bitterness, anger, loathing, resentment	.098	3.826	0.025	<.001
C304	musical, orchestra, opera, rehearsal, rehearsals, singers, performances, theater, choir, audition, artistic	.093	3.163	0.029	.002
C203	coach, powerlifting, teammates, captain, coached, squad, powerlifter, weightlifting, players, coaches	.085	2.027	0.042	.04
C110	younger, age, youngest, older, aged, ages, novice, old, beginners, beginner, oldest, lifelong, intermediate	.081	4.643	0.017	<.001
C24	straightforward, efficient, economical, adaptable, intuitive, inexpensive, sophisticated, expensive, easy	.081	4.405	0.018	<.001
C143	copper, zinc, moly, gold, ore, metals, tungsten, mineral, nickel, minerals, lithium, silver, metal, mines	.073	2.860	0.025	.004
C193	flower, flowers, bulb, dandelion, fragrant, roses, twigs, leaf, daffodils, buds, hibiscus, tree, crocus, trees, moss	.073	2.520	0.029	.01
C291	restaurant, restaurants, diner, deli, resturant, café, diners, bistro, cafe, pizzeria, steakhouse, resturants	.065	2.153	0.03	.03
C368	fitted, styled, proportioned, equipped, smooth, positioned, engineered, designed, smoother, molded	.059	2.584	0.023	.01
C293	discarded, trash, garbage, trashcan, bins, dumpster, recycle, dump, rubbish, scraps, leftovers, recycled, bin	.057	2.243	0.025	.03
C108	socialize, invite, catered, inviting, socializing, catering, cater, hosting, caters, hosted, invited, accommodating	.055	2.982	0.018	.003
C233	driveway, pavement, sidewalk, sidewalks, road, roads, highway, street, freeway, streets, alley, intersection	.054	2.062	0.026	.04
C66	cookouts, picnics, barbecues, cookout, feasts, picnic, potluck, togethers, barbeque, barbecue, potlucks, feast	.052	2.280	0.023	.02
C285	gerd, brussel, havn, ddp, utrecht, stephan, scandinavia, bulgarian, cico, sicilian	.045	2.797	0.016	.005
C25	gluttony, indulgence, vices, gluttonous, sinful, stupidity, hedonistic, sin, decadent, indulgent, excesses, sloth	.044	2.563	0.017	.01
C200	walkable, downtown, waterfront, neighborhoods, neighborhood, park, city, touristy, parks, suburbs	.041	1.967	0.021	.049